MCP Server Quality Scores

Independent quality analysis of 69236 public MCP servers

69236
Discovered
→
33895
Scored
→
2112
Verified
→
16953
Complete

Last updated 12 hours, 59 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
47601
SafeBreach
Bridges AI agents with SafeBreach's Breach and Attack Simulation platform, enab…
— ○ ⏳ — — — — — —
47602
chemrich
MCPymol Claim
A Model Context Protocol server that lets you drive PyMOL with natural language…
— ○ ⏳ — N/A N/A — — —
47603
100yenadmin
Enables AI agents to compose and edit dashboards through MCP tools, allowing th…
— ○ ⏳ — — — — — —
47604
chat-prompt
Searches knowledge from the GPTers AI study community with filtering by date, a…
— ○ ⏳ — — — — — —
47605
thehzuo
web-gui-mcp Claim
A Python MCP server that allows your agent to outsource HTML generation and ren…
— ○ ⏳ — N/A N/A — — —
47606
goofun
MCP server that exposes Volcengine OpenAPI as tools, enabling AI agents to inte…
— ○ ⏳ — — — — — —
47607
olaservo
Provides utilities to help maintain MCP repositories, including testing tools, …
— ○ ⏳ — — — — — —
47608
pein892
Enables AI assistants to query and analyze user behavior data from the Sensors …
— ○ ⏳ — N/A N/A — — —
47609
JerryWhites
Enables AI-moderated interviews that become cited, searchable transcripts, with…
— ○ ⏳ — — — — — —
47610
chloemulti1-hue
Greet people in multiple languages, perform quick calculations, and check curre…
— ○ ⏳ — N/A N/A — 95 —
47611
lyumeng
A general MCP server providing web search capabilities using DeepSeek's native …
— ○ ⏳ — — — — — —
47612
Memstem
Memstem Claim
A standalone memory service that provides a unified, pull-based knowledge store…
— ○ ⏳ — N/A N/A — — —
47613
cxOrz
meican-mcp Claim
美餐MCP服务器,支持查询餐次、餐厅、菜单和订单,以及下单和取消订单操作。
— ○ ⏳ — — — — — —
47614
mert574
An MCP server for managing Lokalise translations, enabling creation, retrieval,…
— ○ ⏳ — — — — — —
47615
hpractv
Automates a three-phase development workflow: planning, spec generation, and it…
— ○ ⏳ — N/A N/A — — —
47616
sliday
MCP server for searching Google Fonts and generating complete CSS/Tailwind typo…
— ○ ⏳ — — — — — —
47617
hbmun
Monitors AWS infrastructure including EC2, RDS, S3, SQS, CloudWatch, and more t…
— ○ ⏳ — — — — — —
47618
dennischoubot-glitch
synauth-mcp Claim
Biometric authorization for AI agent actions via Face ID on iPhone, enabling se…
— ○ ⏳ — — — — — —
47619
tori-create-7991
transit-mcp Claim
MCP server for Japanese public transit journey planning with interactive map UI…
— ○ ⏳ — — — — — —
47620
VISHAL-MK
A simple MCP server demonstrating tools, resources, and prompts for weather dat…
— ○ ⏳ — — — — — —
47621 — ○ ⏳ — N/A N/A — 95 —
47622
AMKRS3
keycae-mcp Claim
Argentine electronic invoicing (facturación electrónica) for ARCA/AFIP. Emit in…
— ○ ⏳ — — — — — —
47623
jmagar
Enables searching Overseerr media, retrieving TMDB-backed details, and submitti…
— ○ ⏳ — — — — — —
47624
abdoukaba
A production-ready MCP server that provides real-time weather information, fore…
— ○ ⏳ — — — — — —
47625
matias-denatale
eph-context Claim
Provides official INDEC register designs and methodological rules to AI models,…
— ○ ⏳ — N/A N/A — — —
47626
universal-mcp
Provides a standardized interface for interacting with Semanticscholar's tools …
— ○ ⏳ — — — — — —
47627
Ahmed-Mansy-Mansico
MCP Task Claim
Enables LLMs to interact with any ERPNext instance through comprehensive CRUD o…
— ○ ⏳ — — — — — —
47628
carsor007
MCPCloud Claim
A self-hosted MCP gateway that lets you write Python functions and register the…
— ○ ⏳ — — — — — —
47629
luthersystems
Enables interaction with Buildium property management software through natural …
— ○ ⏳ — N/A N/A — — —
47630
tikoci
rosetta Claim
MCP server that provides AI assistants with searchable access to MikroTik Route…
— ○ ⏳ — — — — — —
47631
txemaleon
Enables AI agents to search and retrieve cited evidence packs for renewable ene…
— ○ ⏳ — N/A N/A — — —
47632
HoYongJin
gitbook-mcp Claim
A Model Context Protocol server for GitBook that enables reading content and dr…
— ○ ⏳ — — — — — —
47633
sagemcp
SageMCP Claim
A scalable multi-tenant platform for hosting MCP servers with built-in OAuth/AP…
— ○ ⏳ — — — — — —
47634
max1ab
rss-news Claim
Enables AI to manage RSS subscriptions, fetch and summarize news, and organize …
— ○ ⏳ — N/A N/A — — —
47635
ByJH
airlock Claim
A security gate MCP server that audits agent extensions (skills, MCP servers, t…
— ○ ⏳ — N/A N/A — — —
47636
TianqBu
threadwork Claim
A multi-agent collaboration tool for Claude Code that supports hot-swappable ro…
— ○ ⏳ — N/A N/A — — —
47637
teacat99
提供交互式反馈MCP服务器,通过Web UI实现AI与用户的确认流程,提高开发效率并节省平台成本。
— ○ ⏳ — — — — — —
47638
aigodot
Control and automate Unreal Engine workflows using natural language commands th…
— ○ ⏳ — N/A N/A — 95 —
47639
Parthee-Vijaya
kalundborg-mcp Claim 1
MCP server for Kalundborg Kommune, enabling search of content, news, popular pa…
— ○ ⏳ — N/A N/A — 95 —
47640
yojedesign
scorton-mcp Claim
MCP server for behavioral cybersecurity and AI risk scoring in financial workfl…
— ○ ⏳ — — — — — —
47641
VP0COM
vp0-mcp Claim
Search & import free iOS app-design starters from VP0 into your AI builder.
— ○ ⏳ — N/A N/A — — —
47642
InfernalAzazel
为 AI 助手提供微博数据查询能力,支持搜索用户、获取动态、热搜榜等功能。
— ○ ⏳ — — — — — —
47643
huppugo1
OmniFlow Claim
Enables AI clients to automate Windows desktop applications through window mani…
— ○ ⏳ — N/A N/A — 95 —
47644
Nirusha-19
Translates plain English questions about infrastructure operations into SQL que…
— ○ ⏳ — N/A N/A — — —
47645
manassankhla
Enables ChatGPT to invoke tools and render widgets via the Model Context Protoc…
— ○ ⏳ — — — — — —
47646
paolino
MCP server for memory management with process inspection and cleanup tools.
— ○ ⏳ — N/A N/A — — —
47647
HAPPYS1NGH
A Model Context Protocol (MCP) server that provides onchain tools for AI applic…
— ○ ⏳ — — — — — —
47648
dorisashehi
A basic Model Context Protocol server implementation that demonstrates core MCP…
— ○ ⏳ — — — — 81 —
47649
edubolivar
An enterprise-grade MCP server for interacting with Odoo ERP through AI assista…
— ○ ⏳ — — — — — —
47650
1318176013
Stores manual project memories, enables semantic retrieval, and tracks per-memo…
— ○ ⏳ — — — — — —
Showing 47601–47650 of 69236 servers
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